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Table 5 Evaluation results on the development and test corpora

From: Ambiguity and variability of database and software names in bioinformatics

Development corpus

Recall (%)

Precision (%)

F-score (%)

Dictionary

49 (47)

38 (37)

43 (41)

CRF with post-processing

58 (52)

76 (67)

65 (58)

CRF without post-processing

54 (49)

78 (70)

62 (57)

Test Corpus

Dictionary

46 (44)

46 (44)

46 (44)

CRF with post-processing

60 (54)

83 (74)

70 (63)

CRF without post-processing

53 (45)

71 (65)

62 (53)

  1. Strict scores provided in brackets
  2. P Precision, R Recall, F F-score evaluation on the development (5-cross validated) and test corpora